Link copied to clipboard # Metabase vs Zoho Analytics Comparison - What are their main differences? Share [ Export ](/compare/metabase/zoho-analytics/export.csv) MetabaseZoho Analytics[+ Add Product](#) Reviews **Metabase** [ 4.4/5(147) ](https://www.g2.com/products/metabase/reviews#reviews) **Zoho Analytics** [ 4.2/5(290) ](https://www.g2.com/products/zoho-analytics/reviews#reviews) Pricing **Metabase** Free Trial **$0.00** · Open Source **Zoho Analytics** Free Trial **$0.00** Per Month · Free **Pricing Insights** from reviews Time to Implement **Metabase** 1 month Based on 9 responses **Zoho Analytics** 1 month Based on 16 responses Return on Investment **Metabase** 6 months5 months sooner Based on 7 responses **Zoho Analytics** 11 months Based on 16 responses Perceived Cost **Metabase** $$$$$ **Zoho Analytics** $$$$$ Average Discount **Metabase** Not enough reviews yet **Zoho Analytics** 8% ![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase") ![Zoho Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/1546618488/zoho-analytics.svg "Zoho Analytics") G2 offers free advice on this comparison. 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Pros & Cons **Metabase** [ Ease of Use (11) ](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=1887455&qs=pros-and-cons#reviews)[ Implementation Ease (5) ](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=2034786&qs=pros-and-cons#reviews)[ Slow Performance (5) ](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=1887658&qs=pros-and-cons#reviews)[ Missing Features (4) ](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=2261546&qs=pros-and-cons#reviews) **Zoho Analytics** [ Ease of Use (39) ](https://www.g2.com/products/zoho-analytics/reviews?filters%5Bsentiment_snippet%5D=1845922&qs=pros-and-cons#reviews)[ Analytics (34) ](https://www.g2.com/products/zoho-analytics/reviews?filters%5Bsentiment_snippet%5D=1846088&qs=pros-and-cons#reviews)[ Learning Curve (22) ](https://www.g2.com/products/zoho-analytics/reviews?filters%5Bsentiment_snippet%5D=1845379&qs=pros-and-cons#reviews)[ Limited Customization (14) ](https://www.g2.com/products/zoho-analytics/reviews?filters%5Bsentiment_snippet%5D=1846240&qs=pros-and-cons#reviews) Integrations **Metabase** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a062b6097ef15d211bd8c1a5d606a2bb/anthropic-claude-code.jpg "Product Avatar Image") Claude Code ](https://www.g2.com/products/anthropic-claude-code/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0ce786f0da74db088f8921e3f594a0d4/leadsquared-sales-crm.png "Product Avatar Image") LeadSquared Sales CRM ](https://www.g2.com/products/leadsquared-sales-crm/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_103c2cd3d92987332c3abdd9662a2831/qualia.png "Product Avatar Image") Qualia ](https://www.g2.com/products/qualia/reviews)[ View all ](https://www.g2.com/products/metabase/integrations) **Zoho Analytics** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_216cb0c86043deb458f3480253d7d5e9/amazon-quick.jpg "Product Avatar Image") Amazon Quick ](https://www.g2.com/products/amazon-quick/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-sql-database.jpg "Product Avatar Image") Azure SQL Database ](https://www.g2.com/products/azure-sql-database/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_43179ca904327392d011db60d187ce3c/zoho-books.png "Product Avatar Image") Zoho Books ](https://www.g2.com/products/zoho-books/reviews)[ View all ](https://www.g2.com/products/zoho-analytics/integrations) Screenshots **Metabase** ![Metabase screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/168488/powered-by-metabase.png) **Zoho Analytics** ![Zoho Analytics screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1406000/Ask-Zia.png) Ratings Meets Requirements **Metabase** 8.7 8.7103 **Zoho Analytics** 8.3 8.3255 Ease of Use **Metabase** 8.4 8.4106 **Zoho Analytics** 8.0 8.0260 Ease of Setup **Metabase** 9.1 9.145 **Zoho Analytics** 8.2 8.2159 Ease of Admin **Metabase** 9.0 9.026 **Zoho Analytics** 8.2 8.2138 Quality of Support **Metabase** 8.0 8.076 **Zoho Analytics** 8.1 8.1234 Has the product been a good partner in doing business? **Metabase** 8.9 8.921 **Zoho Analytics** 8.5 8.5132 Product Direction (% positive) **Metabase** 8.4 8.492 **Zoho Analytics** 8.8 8.8256 Features Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);) 8.5 59 8.0 203 Reports Reports Interface 8.9(won by 0.8) 47 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 184 | Verified Steps to Answer 8.5(won by 0.5) 42 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 164 | Verified Graphs and Charts 8.6(won by 0.1) 47 8.5 180 | Verified Score Cards 8.3(won by 0.2) 40 8.1 115 Dashboards 9.1(won by 0.8) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 181 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Self Service Calculated Fields 8.3(tied score) 41 8.3(tied score) 168 | Verified Data Column Filtering 8.8(won by 0.4) 41 8.4 170 | Verified Data Discovery 8.7(won by 0.7) 43 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 156 | Verified Search 8.1(won by 0.1) 41 8.0 154 | Verified Collaboration / Workflow 8.4(won by 0.5) 39 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 145 | Verified Automodeling 7.7(tied score) 35 7.7(tied score) 120 | Verified Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Advanced Analytics Predictive Analytics 7.5 40 8.4(won by 0.9) 91 (There is a greater than 0.5 difference between this product's rating and its competitors) Data Visualization 9.1(won by 0.5) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 165 Big Data Services 7.8(tied score) 41 7.8(tied score) 131 Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation 8.8(won by 0.8) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 133 | Verified Data Modeling 8.3(won by 0.3) 13 8.0 125 | Verified WYSIWYG Report Design 8.6(won by 0.5) 16 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 120 | Verified Integration APIs 8.8(won by 0.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 112 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Platform Mobile User Support Not enough data Not enough data Customization Not enough data Not enough data User, Role, and Access Management Not enough data Not enough data Internationalization Not enough data Not enough data Sandbox / Test Environments Not enough data Not enough data Performance and Reliability Not enough data Not enough data Breadth of Partner Applications Not enough data Not enough data Mobile Access Not enough data Not enough data Metadata Management Not enough data Not enough data Additional Functionality Customizable Branding Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Extraction Not enough data Not enough data AI Copilot Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Collaboration Tools Not enough data Not enough data Strategic Planning Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Trend Analysis Not enough data Not enough data Text Analysis Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Data Synchronization Not enough data Not enough data Widgets Not enough data Not enough data Benchmarking Not enough data Not enough data Performance Metrics Not enough data Not enough data Data Mapping Not enough data Not enough data Generative AI Not enough data Not enough data Trend/Problem Indicators Not enough data Not enough data Customizable Templates Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Import/Export Not enough data Not enough data Profitability Analysis Not enough data Not enough data OLAP Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Search/Filter Not enough data Not enough data Drag & Drop Not enough data Not enough data Data Connectors Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Key Performance Indicators Not enough data Not enough data Dashboard Creation Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Data Mining Not enough data Not enough data Forecasting Not enough data Not enough data Ad hoc Query Not enough data Not enough data Analytics Platforms[Hide 136 FeaturesShow 136 Features](javascript:void(0);) 8.1 70 8.4 207 Reports Reports Interface 8.9(won by 0.8) 47 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 184 | Verified Steps to Answer 8.5(won by 0.5) 42 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 164 | Verified Graphs and Charts 8.6(won by 0.1) 47 8.5 180 | Verified Score Cards 8.3(won by 0.2) 40 8.1 115 Dashboards 9.1(won by 0.8) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 181 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Data Preparation Connectors 8.3(won by 0.1) 47 8.2 84 Data Governance 8.3(won by default) 45 Feature Not Available Data Modeling and Blending Data Querying 8.6(won by 0.3) 57 8.3 82 Data Filtering 8.8(won by 0.3) 57 8.5 88 Data Blending 8.3 52 8.4(won by 0.1) 82 Data Capture and Transfer Not enough data Not enough data Generative AI AI Text Generation 7.1 17 8.1(won by 1.0) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) AI Text Summarization 7.5 17 8.2(won by 0.7) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) Generative AI Not enough data Not enough data Agentic AI - Analytics Platforms Autonomous Task Execution 6.5(won by default) 9 Not enough data Multi-step Planning 7.3(won by default) 8 Not enough data Cross-system Integration 8.0(won by default) 9 Not enough data Adaptive Learning 7.5(won by default) 8 Not enough data Natural Language Interaction 7.1(won by default) 8 Not enough data Proactive Assistance 7.1(won by default) 8 Not enough data Decision Making 7.7(won by default) 8 Not enough data Third-Party Integrations Not enough data Not enough data Self Service Calculated Fields 8.3(tied score) 41 8.3(tied score) 168 | Verified Data Column Filtering 8.8(won by 0.4) 41 8.4 170 | Verified Data Discovery 8.7(won by 0.7) 43 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 156 | Verified Search 8.1(won by 0.1) 41 8.0 154 | Verified Collaboration / Workflow 8.4(won by 0.5) 39 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 145 | Verified Automodeling 7.7(tied score) 35 7.7(tied score) 120 | Verified Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Deployment & Integration - Analytics Platforms No-code Dashboard Builder 9.0 12 9.2(won by 0.2) 6 Data Source Connectivity 9.1(tied score) 11 9.1(tied score) 9 Report Scheduling and Automation 8.7(won by default) 9 Not enough data Embedded Analytics and White-labeling 8.7(won by default) 9 Not enough data Multiple Data Sources Not enough data Not enough data Query Builder Not enough data Not enough data Advanced Analytics Predictive Analytics 7.5 40 8.4(won by 0.9) 91 (There is a greater than 0.5 difference between this product's rating and its competitors) Data Visualization 9.1(won by 0.5) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.6 165 Big Data Services 7.8(tied score) 41 7.8(tied score) 131 Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Performance & Scalability - Analytics Platforms Large data handling and Query Speed 7.1(won by default) 15 Not enough data Concurrent User Support 7.8(won by default) 9 Not enough data Database Support Not enough data Not enough data Advanced Analytics & Modeling - Analytics Platforms Data Modeling and Governance 7.4(won by default) 9 Not enough data Notebook and Script Integration 7.3(won by default) 8 Not enough data Built-in Predictive and Statistical Models 7.8(won by default) 9 Not enough data Agentic AI Capabilities - Analytics Platforms Auto-generated Insights and Narratives 7.2(won by default) 9 Not enough data Natural Language Queries 7.1(won by default) 8 Not enough data Proactive KPI Monitoring and Alerts 7.5(won by default) 8 Not enough data AI Agents for Analytical Follow-ups 7.5(won by default) 8 Not enough data Personalized Intelligence - Analytics Platforms Behavioral Learning for Contextual Query Refinement 7.9(won by default) 8 Not enough data Role-based Insight Personalization 7.9(won by default) 8 Not enough data Conversational and Prompt-based Analytics 8.8(won by default) 8 Not enough data Ad hoc Query Not enough data Not enough data Visual Analytics Not enough data Not enough data Building Reports Data Transformation 8.8(won by 0.8) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 133 | Verified Data Modeling 8.3(won by 0.3) 13 8.0 125 | Verified WYSIWYG Report Design 8.6(won by 0.5) 16 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 120 | Verified Integration APIs 8.8(won by 0.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 112 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Drag & Drop Not enough data Not enough data Secure Data Storage Not enough data Not enough data Data Import/Export Not enough data Not enough data Customizable Branding Not enough data Not enough data Dashboard Creation Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Metadata Management Not enough data Not enough data Forecasting Not enough data Not enough data Data Storage Management Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Data Migration Not enough data Not enough data AI Copilot Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Search/Filter Not enough data Not enough data Data Mapping Not enough data Not enough data Monitoring Not enough data Not enough data Sentiment Analysis Not enough data Not enough data User Management Not enough data Not enough data Sales Trend Analysis Not enough data Not enough data Charting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Performance Metrics Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Data Extraction Not enough data Not enough data Widgets Not enough data Not enough data Storytelling Not enough data Not enough data Trend Analysis Not enough data Not enough data Collaboration Tools Not enough data Not enough data Financing Management Not enough data Not enough data Self-service Analytics Not enough data Not enough data KPI Monitoring Not enough data Not enough data Dashboard Not enough data Not enough data API Not enough data Not enough data Data Integration Not enough data Not enough data Scorecards Not enough data Not enough data Data Management Not enough data Not enough data Task Management Not enough data Not enough data Progress Tracking Not enough data Not enough data Data Connectors Not enough data Not enough data Data Visualization Not enough data Not enough data Profitability Analysis Not enough data Not enough data Project Tracking Not enough data Not enough data Strategic Planning Not enough data Not enough data Goal Setting/Tracking Not enough data Not enough data Publishing/Sharing Not enough data Not enough data Predictive Analytics Not enough data Not enough data Real-Time Monitoring Not enough data Not enough data Templates Not enough data Not enough data Mobile Access Not enough data Not enough data Customizable Templates Not enough data Not enough data Workflow Management Not enough data Not enough data Financial Reporting Not enough data Not enough data Audit Management Not enough data Not enough data OLAP Not enough data Not enough data Single Sign On Not enough data Not enough data Data Synchronization Not enough data Not enough data Embedded Business Intelligence[Hide 74 FeaturesShow 74 Features](javascript:void(0);) 8.5 59 8.0 203 Reports Reports Interface 8.9(won by 0.8) 47 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 184 | Verified Steps to Answer 8.5(won by 0.5) 42 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 164 | Verified Graphs and Charts 8.6(won by 0.1) 47 8.5 180 | Verified Score Cards 8.3(won by 0.2) 40 8.1 115 Dashboards 9.1(won by 0.8) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 181 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Self Service Calculated Fields 8.3(tied score) 41 8.3(tied score) 168 | Verified Data Column Filtering 8.8(won by 0.4) 41 8.4 170 | Verified Data Discovery 8.7(won by 0.7) 43 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 156 | Verified Search 8.1(won by 0.1) 41 8.0 154 | Verified Collaboration / Workflow 8.4(won by 0.5) 39 (There is a greater than 0.5 difference between this product's rating and its competitors) 7.9 145 | Verified Automodeling 7.7(tied score) 35 7.7(tied score) 120 | Verified Natural Language Search Not enough data Not enough data Visual Discovery Not enough data Not enough data Data Blending Not enough data Not enough data Data Blending Not enough data Not enough data Building Reports Data Transformation 8.8(won by 0.8) 13 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 133 | Verified Data Modeling 8.3(won by 0.3) 13 8.0 125 | Verified WYSIWYG Report Design 8.6(won by 0.5) 16 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 120 | Verified Integration APIs 8.8(won by 0.6) 10 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.2 112 | Verified Real-Time Data Not enough data Not enough data Real-Time Data Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Additional Functionality Generative AI Not enough data Not enough data AI Copilot Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Mobile Reporting Not enough data Not enough data Data Mapping Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Forecasting Not enough data Not enough data Customizable Branding Not enough data Not enough data Charting Not enough data Not enough data Customization Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Real-Time Analytics Not enough data Not enough data Workflow Management Not enough data Not enough data Collaboration Tools Not enough data Not enough data Ad hoc Query Not enough data Not enough data Data Extraction Not enough data Not enough data Data Synchronization Not enough data Not enough data Application Development Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Geographic Maps Not enough data Not enough data Widgets Not enough data Not enough data SSL Security Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Self-service Analytics Not enough data Not enough data Ad hoc Analysis Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Integration into Third Party Applications Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Visual Workflow Management Not enough data Not enough data Visual Analytics Not enough data Not enough data Single Sign On Not enough data Not enough data Trend Analysis Not enough data Not enough data Predictive Analytics Not enough data Not enough data Data Visualization Not enough data Not enough data Data Connectors Not enough data Not enough data Benchmarking Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Streaming Analytics Not enough data Not enough data Mobile Access Not enough data Not enough data Drag & Drop Not enough data Not enough data Dashboard Creation Not enough data Not enough data Data Visualization[Hide 83 FeaturesShow 83 Features](javascript:void(0);) Not enough data 8.3 200 Reports Reports Interface 8.9(won by 0.8) 47 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.1 184 | Verified Steps to Answer 8.5(won by 0.5) 42 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.0 164 | Verified Graphs and Charts 8.6(won by 0.1) 47 8.5 180 | Verified Score Cards 8.3(won by 0.2) 40 8.1 115 Dashboards 9.1(won by 0.8) 46 (There is a greater than 0.5 difference between this product's rating and its competitors) 8.3 181 | Verified Customizable Reports Not enough data Not enough data Marketing Reports Not enough data Not enough data Sales Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Interactive Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Customizable Reports Not enough data Not enough data Activity Dashboard Not enough data Not enough data Customizable Dashboard Not enough data Not enough data Reports Reports Interface Not enough data Not enough data Share Reports Not enough data Not enough data Steps to Answer Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Visualization Graphs and Charts Not enough data Not enough data Score Cards Not enough data Not enough data Dashboards Not enough data Not enough data Formats Not enough data Not enough data Mobile Dashboards Not enough data Not enough data Public Dashboards Not enough data Not enough data Private Dashboards Not enough data Not enough data Data Updates Historical Snapshots Not enough data Not enough data Real-Time Updating Not enough data Not enough data Collaboration Sharing Not enough data Not enough data Co-Editing Not enough data Not enough data Devices Not enough data Not enough data Data Updates Real-Time Updating Not enough data 7.2(won by default) 6 Scheduled/Automated Reports Not enough data 7.3(won by default) 5 Historical Snapshots Not enough data Not enough data Customizable Reports Not enough data Not enough data Predictive Analytics Not enough data Not enough data Data Management Not enough data Not enough data Real-Time Data Not enough data Not enough data Additional Functionality KPI Monitoring Not enough data Not enough data Secure Data Storage Not enough data Not enough data Multiple Data Sources Not enough data Not enough data Data Visualization Not enough data Not enough data Single Sign On Not enough data Not enough data Natural Language Search Not enough data Not enough data Search/Filter Not enough data Not enough data Alerts/Notifications Not enough data Not enough data AI Copilot Not enough data Not enough data Real-Time Notifications Not enough data Not enough data Collaboration Tools Not enough data Not enough data Widgets Not enough data Not enough data Performance Metrics Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Activity Tracking Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Customizable Branding Not enough data Not enough data Data Aggregation Not enough data Not enough data Dashboard Creation Not enough data Not enough data Data Connectors Not enough data Not enough data Customizable Templates Not enough data Not enough data Data Synchronization Not enough data Not enough data API Not enough data Not enough data Forecasting Not enough data Not enough data Interactive Elements Not enough data Not enough data Single Page View Not enough data Not enough data Data Import/Export Not enough data Not enough data Drag & Drop Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Trend Analysis Not enough data Not enough data Workflow Management Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Functions/Calculations Not enough data Not enough data Historical Reporting Not enough data Not enough data Data Capture and Transfer Not enough data Not enough data Visual Discovery Not enough data Not enough data Real-Time Updates Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Data Mapping Not enough data Not enough data Relational Display Not enough data Not enough data Visual Analytics Not enough data Not enough data OLAP Not enough data Not enough data Ad hoc Query Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Sales Analytics[Hide 58 FeaturesShow 58 Features](javascript:void(0);) Not enough data 8.2 61 Agentic AI - Sales Analytics Autonomous Task Execution Not enough data Not enough data Cross-system Integration Not enough data Not enough data Adaptive Learning Not enough data Not enough data Natural Language Interaction Not enough data Not enough data Proactive Assistance Not enough data Not enough data Third-Party Integrations Not enough data Not enough data CRM Integration Not enough data Not enough data Data Sourcing Data Sourcing Not enough data 8.4(won by default) 54 Exporting & Sharing Data Not enough data 8.5(won by default) 57 Multi-Device Data Visualization Not enough data 8.4(won by default) 49 Interactive Dashboards Not enough data 8.6(won by default) 56 Data Segmentation Not enough data 8.4(won by default) 52 Predictive Analytics Lead Scoring Not enough data 7.9(won by default) 48 Opportunity Scoring Not enough data 7.8(won by default) 46 Risk Analysis Not enough data 7.8(won by default) 47 Live Forecasting Not enough data 7.9(won by default) 47 Budgeting/Forecasting Not enough data Not enough data Correlation Analysis Not enough data Not enough data Competitive Analysis Not enough data Not enough data Sales Trend Analysis Not enough data Not enough data Statistical Analysis Not enough data Not enough data Sales Management Live Pipeline Management Not enough data 8.1(won by default) 47 Account-Based Analytics Not enough data 8.3(won by default) 54 Activity Tracking Not enough data 8.5(won by default) 56 Sales Gamification Not enough data Feature Not Available Predictive Analytics Not enough data Not enough data Visual Analytics Not enough data Not enough data Task Management Not enough data Not enough data Contact Management Not enough data Not enough data Lead Management Not enough data Not enough data Opportunity Management Not enough data Not enough data Workflow Management Not enough data Not enough data Additional Functionality Dynamic Modeling Not enough data Not enough data Lead Qualification Not enough data Not enough data Lead Capture Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Contact Database Not enough data Not enough data API Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Role-Based Permissions Not enough data Not enough data Collaboration Tools Not enough data Not enough data Dashboard Creation Not enough data Not enough data Modeling & Simulation Not enough data Not enough data Exception Reporting Not enough data Not enough data Generative AI Not enough data Not enough data Sales Reports Not enough data Not enough data Performance Metrics Not enough data Not enough data "What If" Scenarios Not enough data Not enough data Customizable Reports Not enough data Not enough data Data Import/Export Not enough data Not enough data AI Copilot Not enough data Not enough data Graphical Data Presentation Not enough data Not enough data Drag & Drop Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Business Process Control Not enough data Not enough data Multi-Currency Not enough data Not enough data Pipeline Reports Not enough data Not enough data Show 1 feature category with incomplete data Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);) Not enough data Not enough data Statistical Tool Scripting Not enough data Not enough data Data Mining Not enough data Not enough data Algorithms Not enough data Not enough data Data Analysis Analysis Not enough data Not enough data Data Interaction Not enough data Not enough data Time Series Analysis Not enough data Not enough data Trend Analysis Not enough data Not enough data Decision Making Modeling Not enough data Not enough data Data Visualizations Not enough data Not enough data Report Generation Not enough data Not enough data Data Unification Not enough data Not enough data Customizable Reports Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Additional Functionality Demand Forecasting Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Drag & Drop Not enough data Not enough data For Healthcare Not enough data Not enough data Forecasting Not enough data Not enough data Data Extraction Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Decision Support Not enough data Not enough data Modeling & Simulation Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Multiple Data Sources Not enough data Not enough data For Retail Not enough data Not enough data For Education Not enough data Not enough data Data Discovery Not enough data Not enough data Graphical Workflow Editor Not enough data Not enough data Performance Metrics Not enough data Not enough data Business Rules Management Not enough data Not enough data AI Copilot Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Transformation Not enough data Not enough data Data Clustering Not enough data Not enough data API Not enough data Not enough data Data Blending Not enough data Not enough data Data Classification Not enough data Not enough data Workflow Management Not enough data Not enough data Workflow Automation Not enough data Not enough data User Insights Reviewers' Company Size [![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase")](https://www.g2.com/products/metabase/reviews) Metabase Small-Business(50 or fewer emp.) 34.8% Mid-Market(51-1000 emp.) 52.5% Enterprise(\> 1000 emp.) 12.8% [![Zoho Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/1546618488/zoho-analytics.svg "Zoho Analytics")](https://www.g2.com/products/zoho-analytics/reviews) Zoho Analytics Small-Business(50 or fewer emp.) 51.2% Mid-Market(51-1000 emp.) 41.4% Enterprise(\> 1000 emp.) 7.4% Small-Business (50 or fewer emp.) 34.8% 51.2% Mid-Market (51-1000 emp.) 52.5% 41.4% Enterprise (\> 1000 emp.) 12.8% 7.4% Reviewers' Industry [![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase")](https://www.g2.com/products/metabase/reviews) Metabase Information Technology and Services 15.0% Computer Software 12.9% Financial Services 10.0% Hospital & Health Care 5.0% Internet 4.3% Other 52.9% [![Zoho Analytics](https://images.g2crowd.com/uploads/product/hd_favicon/1546618488/zoho-analytics.svg "Zoho Analytics")](https://www.g2.com/products/zoho-analytics/reviews) Zoho Analytics Information Technology and Services 14.0% Computer Software 8.8% Financial Services 6.0% Marketing and Advertising 6.0% Management Consulting 4.2% Other 61.1% FAQs ## Metabase vs Zoho Analytics FAQs Generated using AI Last updated: August 16, 2026 ### What is the difference between Zoho Analytics vs Metabase? Metabase stands out for its higher overall rating and ease of setup, while Zoho Analytics is noted for its strong integrations and dashboard usability. | [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) | [Metabase](https://www.g2.com/products/metabase/reviews) | | --- | --- | | 4.2/5 (286 reviews) | 4.4/5 (147 reviews) | | Mid-Market | Mid-Market | | 8.1 | 9.1 | | 8.1 | 8.0 | | Integrations (28 all-time mentions) | Ease of Use (11 all-time mentions) | ### How do the pricing models of Zoho Analytics and Metabase compare? Metabase is rated as the stronger value on price and cost satisfaction, with reviewers highlighting its cost-effectiveness and open-source option. - **Zoho Analytics:** Reviewers appreciate the value for money and minimal cost, but some mention that key features are only available in higher-tier plans. - **Metabase:** Reviewers consistently highlight its affordability, especially the open-source version, and strong ROI compared to traditional BI tools. ### What are the best alternatives to Zoho Analytics and Metabase? The top 3 alternatives to Zoho Analytics and Metabase are Looker, Domo, and Amazon QuickSight. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) | 4.2/5 (286 reviews) | Mid-Market | Reviewers note strong value for money and integration with Zoho ecosystem. | Integrations (28 all-time mentions) | | [Metabase](https://www.g2.com/products/metabase/reviews) | 4.4/5 (147 reviews) | Mid-Market | Reviewers highlight affordability, especially for the open-source version. | Ease of Use (11 all-time mentions) | | [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656 reviews) | Mid-Market | Reviewers mention Looker as a premium-priced solution with advanced analytics capabilities. | Advanced analytics and data modeling | | [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1086 reviews) | Mid-Market | Reviewers cite Domo's pricing as competitive for its feature set. | Comprehensive dashboarding and data integration | | [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) | 4.3/5 (696 reviews) | Small-Business | Reviewers highlight flexible pricing and pay-per-session options. | Scalability and integration with AWS ecosystem | ### Which Analytics Platforms features should I prioritize when comparing Zoho Analytics and Metabase? Buyers should prioritize ease of setup, dashboard customization, integrations, data governance, and support quality when comparing Zoho Analytics and Metabase. - **Ease of Setup:** Zoho Analytics scores 8.1, Metabase scores 9.1. - **Dashboard Customization:** Zoho Analytics has 14 all-time mentions, Metabase has 2 all-time mentions for customization. - **Integrations:** Zoho Analytics has 28 all-time mentions, Metabase has 3 all-time mentions. - **Data Governance:** Metabase offers data governance features not present in Zoho Analytics. - **Quality of Support:** Zoho Analytics scores 8.1, Metabase scores 8.0. ### What are the pros and cons of Zoho Analytics vs Metabase? Zoho Analytics is strongest in integrations and dashboard usability, while Metabase excels in ease of use and implementation. - **Zoho Analytics strengths:** Integrations (28 all-time mentions), dashboard usability (22), data visualization (22), ease of use (39), reporting (16). - **Zoho Analytics trade-offs:** Learning curve (22), limited customization (14), integration issues (10), missing features (10). - **Metabase strengths:** Ease of use (11), implementation ease (5), intuitive interface (5), easy setup (4), report generation (4). - **Metabase trade-offs:** Slow performance (5), missing features (4), slow loading (4), performance issues (3), limited advanced analytics and dashboard customization. ### Is Zoho Analytics or Metabase better for small businesses? Metabase is the better fit for small businesses, with reviewers highlighting its affordability and ease of use for non-technical users. - **Zoho Analytics:** Largest segment is Mid-Market; reviewers note strong integration with the Zoho ecosystem and value for money, but mention a learning curve for advanced features. - **Metabase:** Largest segment is Mid-Market; reviewers consistently highlight its suitability for small teams and startups due to its open-source option and minimal setup complexity. ### Which Analytics Platforms platform has better integrations? Zoho Analytics is favored for integrations, with a higher number of reviewer-cited integration mentions. - **Zoho Analytics:** Integrates with Zoho CRM (26 all-time mentions) and Zoho Books (5 all-time mentions), with 28 all-time mentions for integrations overall. - **Metabase:** Integrates with Snowflake (2 all-time mentions), with 3 all-time mentions for integrations overall. ### How do Zoho Analytics and Metabase compare on customer support? Zoho Analytics and Metabase are rated at parity on Quality of Support, with scores of 8.1 and 8.0 respectively. - **Zoho Analytics:** Reviewers describe support as responsive and helpful, though some mention slow response times and limited support for advanced issues. - **Metabase:** Reviewers note active community support and straightforward onboarding, but mention that support for self-hosted deployments relies heavily on community resources. ### Which is easier to implement, Zoho Analytics or Metabase? Metabase is rated higher for ease of setup, with a 9.1 score compared to Zoho Analytics' 8.1. - **Zoho Analytics:** Reviewers mention that setup is straightforward within the Zoho ecosystem but can be technical for advanced features and integrations. - **Metabase:** Reviewers consistently highlight quick setup, minimal configuration, and ease of onboarding for both technical and non-technical users. ### Which product has better Dashboards? Both Zoho Analytics and Metabase are highly rated for dashboards, with reviewers citing strong dashboard creation and usability features. - **Zoho Analytics:** Dashboard usability (22 all-time mentions), dashboard customization (14), ease of use (39), and strong visualization options. - **Metabase:** Data visualization (4 all-time mentions), ease of dashboard creation, and intuitive interface for building and sharing dashboards. Alternatives **Metabase Alternatives** ![Looker](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Looker") [ Looker ](/products/looker/reviews) ![Amazon Quick](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-quick.svg "Amazon Quick") [ Amazon Quick ](/products/amazon-quick/reviews) ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau") [ Tableau ](/products/tableau/reviews) ![Sigma](https://images.g2crowd.com/uploads/product/hd_favicon/ddfbcf018eac0237200bdbd0ee80601c/sigma-computing-sigma.svg "Sigma") [ Sigma ](/products/sigma-computing-sigma/reviews) **Zoho Analytics Alternatives** ![Domo](https://images.g2crowd.com/uploads/product/hd_favicon/4addbaa38068707b69040d20adb0fbc5/domo.svg "Domo") [ Domo ](/products/domo/reviews) ![Looker](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Looker") [ Looker ](/products/looker/reviews) ![Sisense](https://images.g2crowd.com/uploads/product/hd_favicon/a709a71e687cbfa16b75bc3fa8b514cb/sisense.svg "Sisense") [ Sisense ](/products/sisense/reviews) ![GoodData.AI](https://images.g2crowd.com/uploads/product/hd_favicon/30912f84a54e155c93297e3e1c575973/gooddata-ai.svg "GoodData.AI") [ GoodData.AI ](/products/gooddata-ai/reviews) ## Metabase vs Zoho Analytics When assessing the two solutions, reviewers found Metabase easier to use, set up, and administer. Reviewers also preferred doing business with Metabase overall. - Reviewers felt that Metabase meets the needs of their business better than Zoho Analytics. - When comparing quality of ongoing product support, reviewers felt that Zoho Analytics is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of Zoho Analytics over Metabase.